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Azure Data and AI Architect Handbook

You're reading from   Azure Data and AI Architect Handbook Adopt a structured approach to designing data and AI solutions at scale on Microsoft Azure

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Product type Paperback
Published in Jul 2023
Publisher Packt
ISBN-13 9781803234861
Length 284 pages
Edition 1st Edition
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Authors (2):
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Olivier Mertens Olivier Mertens
Author Profile Icon Olivier Mertens
Olivier Mertens
Breght Van Baelen Breght Van Baelen
Author Profile Icon Breght Van Baelen
Breght Van Baelen
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Table of Contents (18) Chapters Close

Preface 1. Part 1: Introduction to Azure Data Architect
2. Chapter 1: Introduction to Data Architectures FREE CHAPTER 3. Chapter 2: Preparing for Cloud Adoption 4. Part 2: Data Engineering on Azure
5. Chapter 3: Ingesting Data into the Cloud 6. Chapter 4: Transforming Data on Azure 7. Chapter 5: Storing Data for Consumption 8. Part 3: Data Warehousing and Analytics
9. Chapter 6: Data Warehousing 10. Chapter 7: The Semantic Layer 11. Chapter 8: Visualizing Data Using Power BI 12. Chapter 9: Advanced Analytics Using AI 13. Part 4: Data Security, Governance, and Compliance
14. Chapter 10: Enterprise-Level Data Governance and Compliance 15. Chapter 11: Introduction to Data Security 16. Index 17. Other Books You May Enjoy

Moving to self-service BI

Over the years, BI has undergone significant changes, with new generations of BI systems emerging to meet the evolving needs of businesses. The three waves of BI, namely technical BI, self-service BI, and end user BI, are key milestones in the history of BI.

Let’s take a look at how each wave changed the way we work in BI:

  • First wave: Technical BI refers to the early stages of BI when IT staff, developers, and data analysts relied on technical tools to manage and analyze data. These tools were often expensive and required significant technical expertise to use.
  • Second wave: Self-service BI refers to the emergence of BI systems that provided business users with more accessible tools to access and analyze data without relying on IT staff or data analysts. Power BI is an example of a self-service BI tool that provides drag-and-drop interfaces and data visualizations to make it easier for non-technical users to work with data.
  • Third wave...
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